Query average time and last usage metadata

dbtmetabase/_exposures.py

@@ -112,9 +112,9 @@ def extract_exposures(
                 depends = set()
                 native_query = ""
                 header = ""
-                average_query_time_ms = None
-                last_used_at_utc = None
-                
+                average_query_time = None
+                last_used_at = None
+
                 entity: Mapping
                 if item["model"] == "card":
                     card_entity = self.metabase.find_card(uid=item["id"])
@@ -130,8 +130,13 @@ def extract_exposures(
                     result = self.__extract_card_exposures(ctx, card=entity)
                     depends.update(result["depends"])
                     native_query = result["native_query"]
-                    average_query_time_ms = entity.get('average_query_time')
-                    last_used_at_utc = entity['last_used_at']
+
+                    average_query_time_ms = entity.get("average_query_time")
+                    if average_query_time_ms:
+                        average_query_time_s = average_query_time_ms / 1000
+                        average_query_time = f"{(average_query_time_s // 60):.0f}:{(average_query_time_s % 60):06.3f}"
+
+                    last_used_at = entity.get("last_used_at")
 
                 elif item["model"] == "dashboard":
                     dashboard_entity = self.metabase.find_dashboard(uid=item["id"])
@@ -194,8 +199,8 @@ def extract_exposures(
                             created_at=entity["created_at"],
                             creator_name=creator_name or "",
                             creator_email=creator_email or "",
-                            last_used_at_utc=last_used_at_utc,
-                            average_query_time_ms=average_query_time_ms,
+                            last_used_at=last_used_at,
+                            average_query_time=average_query_time,
                             native_query=native_query,
                             depends_on=sorted(
                                 [
@@ -316,8 +321,8 @@ def __format_exposure(
         created_at: str,
         creator_name: str,
         creator_email: str,
-        last_used_at_utc: Optional[str],
-        average_query_time_ms: Optional[float],
+        last_used_at: Optional[str],
+        average_query_time: Optional[str],
         native_query: Optional[str],
         depends_on: Iterable[str],
         tags: Optional[Sequence[str]],
@@ -354,11 +359,6 @@ def __format_exposure(
             + f"Created On: __{created_at}__"
         )
 
-        if average_query_time_ms:
-            average_query_time_s = average_query_time_ms // 1000
-            average_query_time = f"{int(average_query_time_s // 60)}:{str(int(average_query_time_s % 60)).zfill(2)}"
-        else:
-            average_query_time = "n.a."
         exposure = {
             "name": name,
             "label": label,
@@ -373,12 +373,16 @@ def __format_exposure(
                 "email": creator_email,
             },
             "depends_on": list(depends_on),
-            "meta": {
-                "avg_query_time": average_query_time,
-                "last_used_at_utc": last_used_at_utc or 'n.a.'
-            }
         }
 
+        meta = {}
+        if average_query_time:
+            meta["average_query_time"] = average_query_time
+        if last_used_at:
+            meta["last_used_at"] = last_used_at
+        if meta:
+            exposure["meta"] = meta
+
         if tags:
             exposure["tags"] = list(tags)
 

tests/fixtures/exposure/collection/our_analytics.yml

@@ -46,6 +46,9 @@ exposures:
       name: dbtmetabase
       email: [email protected]
     depends_on: []
+    meta:
+      average_query_time: '0:00.028'
+      last_used_at: '2024-06-20T05:56:57.295379Z'
   - name: dummy_1
     label: Dummy
     description: '### Visualization: Table
@@ -78,6 +81,9 @@ exposures:
       name: dbtmetabase
       email: [email protected]
     depends_on: []
+    meta:
+      average_query_time: '0:00.024'
+      last_used_at: '2024-06-20T05:57:12.297288Z'
   - name: orders___customers
     label: Orders + Customers
     description: '### Visualization: Table
@@ -102,6 +108,9 @@ exposures:
     depends_on:
       - ref('customers')
       - ref('orders')
+    meta:
+      average_query_time: '0:00.107'
+      last_used_at: '2024-06-20T05:55:59.079272Z'
   - name: orders___customers__filtered_by_status_is_completed
     label: Orders + Customers, Filtered by Status is completed
     description: '### Visualization: Table
@@ -126,6 +135,9 @@ exposures:
     depends_on:
       - ref('customers')
       - ref('orders')
+    meta:
+      average_query_time: '0:00.264'
+      last_used_at: '2024-06-19T12:09:31.689381Z'
   - name: returned_order_count_sql
     label: Returned Order Count SQL
     description: "### Visualization: Scalar\n\nNo description provided in Metabase\n\
@@ -141,6 +153,9 @@ exposures:
     depends_on:
       - ref('stg_orders')
       - ref('stg_payments')
+    meta:
+      average_query_time: '0:00.191'
+      last_used_at: '2024-06-19T12:09:31.486489Z'
   - name: the_dashboard
     label: The Dashboard
     description: '### Dashboard Cards: 3
@@ -190,3 +205,6 @@ exposures:
       email: [email protected]
     depends_on:
       - ref('payments')
+    meta:
+      average_query_time: '0:00.058'
+      last_used_at: '2024-10-12T01:52:30.585371Z'

tests/fixtures/exposure/default/exposures.yml

@@ -48,6 +48,9 @@ exposures:
       name: dbtmetabase
       email: [email protected]
     depends_on: []
+    meta:
+      average_query_time: '0:00.028'
+      last_used_at: '2024-06-20T05:56:57.295379Z'
     tags:
       - metabase
   - name: dummy_1
@@ -82,6 +85,9 @@ exposures:
       name: dbtmetabase
       email: [email protected]
     depends_on: []
+    meta:
+      average_query_time: '0:00.024'
+      last_used_at: '2024-06-20T05:57:12.297288Z'
     tags:
       - metabase
   - name: orders___customers
@@ -108,6 +114,9 @@ exposures:
     depends_on:
       - ref('customers')
       - ref('orders')
+    meta:
+      average_query_time: '0:00.107'
+      last_used_at: '2024-06-20T05:55:59.079272Z'
     tags:
       - metabase
   - name: orders___customers__filtered_by_status_is_completed
@@ -134,6 +143,9 @@ exposures:
     depends_on:
       - ref('customers')
       - ref('orders')
+    meta:
+      average_query_time: '0:00.264'
+      last_used_at: '2024-06-19T12:09:31.689381Z'
     tags:
       - metabase
   - name: returned_order_count_sql
@@ -151,6 +163,9 @@ exposures:
     depends_on:
       - ref('stg_orders')
       - ref('stg_payments')
+    meta:
+      average_query_time: '0:00.191'
+      last_used_at: '2024-06-19T12:09:31.486489Z'
     tags:
       - metabase
   - name: the_dashboard
@@ -204,5 +219,8 @@ exposures:
       email: [email protected]
     depends_on:
       - ref('payments')
+    meta:
+      average_query_time: '0:00.058'
+      last_used_at: '2024-10-12T01:52:30.585371Z'
     tags:
       - metabase

tests/fixtures/exposure/type/card/27.yml

@@ -24,3 +24,6 @@ exposures:
     depends_on:
       - ref('customers')
       - ref('orders')
+    meta:
+      average_query_time: '0:00.107'
+      last_used_at: '2024-06-20T05:55:59.079272Z'

tests/fixtures/exposure/type/card/28.yml

@@ -24,3 +24,6 @@ exposures:
     depends_on:
       - ref('customers')
       - ref('orders')
+    meta:
+      average_query_time: '0:00.264'
+      last_used_at: '2024-06-19T12:09:31.689381Z'

tests/fixtures/exposure/type/card/29.yml

@@ -15,3 +15,6 @@ exposures:
     depends_on:
       - ref('stg_orders')
       - ref('stg_payments')
+    meta:
+      average_query_time: '0:00.191'
+      last_used_at: '2024-06-19T12:09:31.486489Z'

tests/fixtures/exposure/type/card/30.yml

@@ -32,3 +32,6 @@ exposures:
       name: dbtmetabase
       email: [email protected]
     depends_on: []
+    meta:
+      average_query_time: '0:00.028'
+      last_used_at: '2024-06-20T05:56:57.295379Z'

tests/fixtures/exposure/type/card/31.yml

@@ -32,3 +32,6 @@ exposures:
       name: dbtmetabase
       email: [email protected]
     depends_on: []
+    meta:
+      average_query_time: '0:00.024'
+      last_used_at: '2024-06-20T05:57:12.297288Z'

tests/fixtures/exposure/type/card/33.yml

@@ -0,0 +1,28 @@
+version: 2
+exposures:
+  - name: transactions
+    label: Transactions
+    description: '### Visualization: Table
+
+
+      No description provided in Metabase
+
+
+      #### Metadata
+
+
+      Metabase ID: __33__
+
+
+      Created On: __2024-10-11T23:46:29.272117Z__'
+    type: analysis
+    url: http://localhost:3000/card/33
+    maturity: medium
+    owner:
+      name: dbtmetabase
+      email: [email protected]
+    depends_on:
+      - ref('payments')
+    meta:
+      average_query_time: '0:00.058'
+      last_used_at: '2024-10-12T01:52:30.585371Z'